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| "RT @JetBlue: It’s not over yet. Thanks @DavidOrtiz for making your final regular season anything but! #ThanksPapi https://t.co/7wYPVx6oSK (0.06666666666666667, 0.4256410256410256) neutral\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "RT @AirlinesDotOrg: ICYMI: Starting January 5, @JetBlue will have a new cross-country flight from #LAX to #MCO https://t.co/hLT74crUSf (0.06818181818181818, 0.2772727272727273) neutral\n", | ||
| "@JetBlue @Kyratj please @AmericanAir @united @LAN_Ayuda make fun of this airline joke (0.3, 0.2) positive\n", | ||
| "@JetBlue we had a flight conexión, so we'll loose 2 days of work. Who is going to pay for it? By now, no one has a real solution. (0.06153846153846154, 0.2846153846153846) neutral\n", | ||
| ".@JetBlue @Kyratj FYI she's talking about your shitty costumer service and your lack of consern towards your clients (UIO-FFL 2850) (0.0, 0.0) neutral\n", | ||
| "Grateful to the @JetBlue airport crew for a seamless accommodation. All is now forgiven! (Still think the system should be modified though)😀 (0.125, 0.1) positive\n", | ||
| "@JetBlue a flight is cancelled because of a flight attendant. I've lost 2 days of work and no one is giving us any solutions. (0.2, 0.4) positive\n", | ||
| "RT @Kyratj: @jetblue se enferma una azafata y cancelan un vuelo. Qué falta de seriedad. (0.0, 0.0) neutral\n", | ||
| "RT @NickelGalbraith: NOW BOARDING! @JetBlue partnering w/ @autismspeaks to help prepare those with #autism to fly wherever their dreams wil… (0.8, 0.9) positive\n", | ||
| "@jetblue se enferma una azafata y cancelan un vuelo. Qué falta de seriedad. (0.0, 0.0) neutral\n", | ||
| "@JetBlue Terrible servicio. 10 minutos antes de partir cancelan el vuelo. Nos quitan los pasaportes y no dicen nada. https://t.co/a6rHr9znW6 (-1.0, 1.0) negative\n", | ||
| "@JetBlue is flight 2850 departing tonight (Monday) cancelled as well? (0.0, 0.0) neutral\n", | ||
| "@JetBlue my flight (2850) has been cancelled. What are the next steps?! (0.0, 0.0) neutral\n", | ||
| "@JetBlue your prices have gotten out of hand.Booked flight one way mco->bdl $84. Your price same day $140.No bags. @SouthwestAir 2 bags FREE (0.2, 0.4625) positive\n", | ||
| "@JetBlue Customer Service for the Win!!\n", | ||
| "Had booking issue. Called in and solved in < 15 min :) (0.75, 0.7) positive\n", | ||
| "@JetBlue I would like to know on Oct 4th if the trip from Haiti to USA is canceled till October 5th. Please I want to know If confirmed. (0.4, 1.0) positive\n", | ||
| "Made it back from Jamaica safe before the hurricane thanks to @JetBlue. Literally on the last flight leaving the island! (0.175, 0.19166666666666665) positive\n", | ||
| "@JetBlue an enjoyable trip flight 624 from LAX to JFK. Shout out to Lovell and Meisha (0.5, 0.6) positive\n", | ||
| "Please be Advised of Hurricane Matthew - Central Caribbean Travel alerts for @JetBlue https://t.co/IWNa0B0tQV (0.0, 0.25) neutral\n", | ||
| "RT @TheSleepyElite: Inside @JetBlue’s Quest to Make Plane Food Great Again \n", | ||
| "#travel @WIRED https://t.co/CMB8fzZU0s (0.8, 0.75) positive\n", | ||
| "@JetBlue thanks, you guys are the best social team in the business! (0.4138888888888889, 0.18888888888888888) positive\n", | ||
| "RT @SecretFlying: New York to Antigua, Antigua and Barbuda for only $293 roundtrip with @JetBlue\n", | ||
| "\n", | ||
| "https://t.co/32NpsKsE4f https://t.co/7dtM… (0.06818181818181818, 0.7272727272727273) neutral\n", | ||
| "RT @davidortiz: U want 2 throw the first pitch at a @RedSox game or go to Spring Training? check the @JetBlue’s auction #BidforGood https:/… (-0.07500000000000001, 0.3666666666666667) neutral\n", | ||
| "@JetBlue heard weather's bad at SLC. Any expected changes to flt 801 out of MCO? (-0.3999999999999999, 0.5333333333333333) negative\n", | ||
| "RT @davidortiz: U want 2 throw the first pitch at a @RedSox game or go to Spring Training? check the @JetBlue’s auction #BidforGood https:/… (-0.07500000000000001, 0.3666666666666667) neutral\n", | ||
| "@NickelGalbraith @JetBlue @autismspeaks @AngelasClues bring back the #BluesClues play area @ JFK! #autism #wow\n", | ||
| "https://t.co/qQmxIvh87H (0.05, 0.5) neutral\n", | ||
| "@JetBlue why am I still in Boston?! My 10pm flight should have landed in NYC by now. #nosleep #willbelatetoworktomorrow (0.0, 0.0) neutral\n", | ||
| "RT @NickelGalbraith: NOW BOARDING! @JetBlue partnering w/ @autismspeaks to help prepare those with #autism to fly wherever their dreams wil… (0.8, 0.9) positive\n", | ||
| "In order to use @JetBlue #FamilyPooling, I need unique email addresses for everyone in family, including my 2 four yr olds. #TrueBlueFail (0.375, 1.0) positive\n", | ||
| "RT @JetBlue: #ClimateChange is a thing. And so is renewable jet fuel. See how we’re lowering emissions. https://t.co/hVUg9P9HJR https://t.c… (0.0, 0.0) neutral\n", | ||
| "RT @JetBlue: You had us at beignets. Get your fix w/ nonstop service btwn MSY & FLL: https://t.co/WpQJM9gU0h #DestinationFriday https://t.c… (0.0, 0.0) neutral\n", | ||
| "Thanks @JetBlue just had great customer service! #AppreciateYou (0.6, 0.475) positive\n", | ||
| "RT @JetBlue: It’s not over yet. Thanks @DavidOrtiz for making your final regular season anything but! #ThanksPapi https://t.co/7wYPVx6oSK (0.06666666666666667, 0.4256410256410256) neutral\n", | ||
| "Thanks for the delay notification email 5 min before takeoff @JetBlue. #nothelpful https://t.co/FntKLBb5pY (0.2, 0.2) positive\n", | ||
| "@JetBlue just messaged it to you. (0.0, 0.0) neutral\n", | ||
| "...just remembering how weird it was flying @JetBlue last week without teddy grahams. craisins are a viable alternative, I suppose. :P (0.08333333333333333, 0.6888888888888888) neutral\n", | ||
| "@JetBlue The real question is - how do you get bumped up to Mint if there are empty seats? (0.05, 0.4) neutral\n", | ||
| "Going To Grenada? @JetBlue Adding More #Travel Options - https://t.co/NuuQmerJtA (subscription) : https://t.co/KD653ndgji (0.5, 0.5) positive\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "RT @SecretFlying: New York to Antigua, Antigua and Barbuda for only $293 roundtrip with @JetBlue\n", | ||
| "\n", | ||
| "https://t.co/32NpsKsE4f https://t.co/7dtM… (0.06818181818181818, 0.7272727272727273) neutral\n", | ||
| ".@united the difference between your brand & companies like @jetblue is they'd do more than offer weak apology for… https://t.co/vSk7M9Bj8p (0.0625, 0.5625) neutral\n", | ||
| "It's the little things that make the difference...@JetBlue has mastered the art of customer service. (-0.1875, 0.5) negative\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs the game is a MESS!! #chiefsnation (-0.33671875, 0.2875) negative\n", | ||
| "@JetBlue Quesrion-how do I know if my ticket is Blue, Blue Plus or Flex? It says no where on my flight info. I didn't purchase ticket. (0.0, 0.1) neutral\n", | ||
| "@mefan4life_m @metheridge @JetBlue @DIRECTV @Chiefs yea it ain't pretty. (-0.125, 1.0) negative\n", | ||
| "@tracykate24 @metheridge @JetBlue @DIRECTV @Chiefs I have to look away, it's brutal to watch. 🏈☹️ (-0.875, 1.0) negative\n", | ||
| "@JetBlue disappointed in last min plane change, seat switch and move to back of the plane... How do we get a refund for our Even More seats? (-0.0625, 0.32916666666666666) neutral\n", | ||
| "@JetBlue looking forward to my 5 hour flight after the 1.5 hours we spent on the tarmac especially in my non-reclining seat I didn't book! (-0.05, 0.55) neutral\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs don't count them out yet they have come from behind before with some great finals.#go Chiefs (0.2, 0.725) positive\n", | ||
| "This is internet ....or cyber torture @JetBlue @JFK_IntAirport please let me pay for real service so I don't go insane (-0.4, 0.65) negative\n", | ||
| "Thanks for showing on ur site that my seat didn't recline @JetBlue! Oops, you only did that for some of the non rec… https://t.co/A3VDZsiZHZ (0.125, 0.6) positive\n", | ||
| "RT @AnndiMcAfee: 1st flight delayed 3 1/2 hours return flight plane change seats all messed up- for 50 min flight. No Bueno @JetBlue (0.0, 0.0) neutral\n", | ||
| "1st flight delayed 3 1/2 hours return flight plane change seats all messed up- for 50 min flight. No Bueno @JetBlue (0.0, 0.0) neutral\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs whoop whoop go STEELERS (0.0, 0.0) neutral\n", | ||
| "@JetBlue and thanks! (0.25, 0.2) positive\n", | ||
| "@JetBlue I wish I had caught their names, but great attendants JFK➡️BTV early Friday AM and BTV➡️JFK ~ 9:30 this AM. (0.45, 0.525) positive\n", | ||
| "RT @AirlinesDotOrg: ICYMI: Starting January 5, @JetBlue will have a new cross-country flight from #LAX to #MCO https://t.co/hLT74crUSf (0.06818181818181818, 0.2772727272727273) neutral\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs Steelers (0.0, 0.0) neutral\n", | ||
| "RT @everywhereJRis: Dear @JetBlue What is the point of checking in for a flight online, when the flight has the jetway pulled away :20 min… (0.0, 0.0) neutral\n", | ||
| "Shoutout to @JetBlue for great service all weekend with my knee scooter and broken leg/ankle. Patient, kind team that took great care! ✈️💙 (0.5, 0.7) positive\n", | ||
| "@JetBlue I'm so excited to fly with you guys to Fort Myers this December! (0.6875, 0.825) positive\n", | ||
| "@JetBlue just had to pay for bag via app while checking in. How can I get a receipt for that? (0.0, 0.0) neutral\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs have a great flight. (0.8, 0.75) positive\n", | ||
| "RT @KeithlyBram: .@jetblue was no help since I booked through @Expedia & #Expedia is declining my refund even though I paid for insurance!… (0.0, 0.0) neutral\n", | ||
| "As if @JetBlue wasn't amazing enough, we were treated to a spectacular sunset on our way home. #SoFly https://t.co/FjF97BGsD4 (0.09999999999999998, 0.7666666666666666) neutral\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "RT @haleyhaverkamp: Three hours and counting.... @JetBlue (0.0, 0.0) neutral\n", | ||
| "@metheridge @chiefs @directv @jetblue sorry kiddo. (-0.5, 1.0) negative\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "RT @LBRestaurantWk: Our #SELFoodie winner enjoying her @JetBlue get away at @ArcherHotel #NYC thanks to @GrunionGazette #congrats https://t… (0.35, 0.4) positive\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "@metheridge @JetBlue @DIRECTV We're watching too. Come on @Chiefs! It's only the first quarter...they will come back. #IKnowIt (0.08333333333333333, 0.4444444444444444) neutral\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs longway to go yet :-) (0.5, 1.0) positive\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs It's just the 1sr Q. We can do it!! #GoChiefs (0.0, 0.0) neutral\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs was rough day at the Jets game tda https://t.co/qikdvB3vg8 (-0.25, 0.4) negative\n", | ||
| "RT @metheridge: So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "@metheridge @JetBlue @DIRECTV @Chiefs something has to change.... (0.0, 0.0) neutral\n", | ||
| "So glad @JetBlue has @DIRECTV on board. Not so glad at how @Chiefs are doing right now. Come on #ChiefsKingdom!! (0.48214285714285715, 0.8452380952380952) positive\n", | ||
| "Two hour delay due to a staff signoff error and somehow it takes 40 minutes to load the baggage carousel.. @JetBlue a nightmare as usual (-0.1875, 0.3125) negative\n", | ||
| "@JetBlue Airways Corporation (NASDAQ:JBLU) Short-term Price Target in Focus - Recall News : https://t.co/obIksU2Cn7 (0.0, 0.0) neutral\n", | ||
| "@Jetblue these delays are really an inconvenience FLL to LGA (0.2, 0.2) positive\n", | ||
| "Long line for take off? @JetBlue ... we're already 30 minutes late . Terrible luck with flights this trip 😒 (-0.45, 0.6666666666666666) negative\n", | ||
| "RT @ZookBOS: Thanks to B6 JFK F.O. Alex Devito for the ride today! #732dAirliftSq #McGuireAFB #VetsinBlue #thankaVet @JetBlue https://t.co/… (0.25, 0.2) positive\n", | ||
| "@Delta your airline sucks!!! I took a short flight to SFO or LAS via @JetBlue & they still offered free beverage. U don't! (-0.028645833333333332, 0.4666666666666666) neutral\n", | ||
| "Very grateful shout out to @JetBlue whose staff found latest electronic device my 12yo left on a plane. They called & are shipping it home. (0.2333333333333333, 0.39999999999999997) positive\n", | ||
| "RT @mrcharliemorton: go to San Diego and see my half sister I have not seen for over 20 years! @JetBlue #FlyingItForward (-0.20833333333333331, 0.16666666666666666) negative\n", | ||
| "@JetBlue I thought so, I just didn't want to get stuck at Montego Bay airport. Are you not concerned about hurricane Matthew in Jamaica? (0.0, 0.0) neutral\n", | ||
| "@JetBlue thanks for answering (0.2, 0.2) positive\n", | ||
| "@JetBlue Great choice of music in Terminal 5 JFK, esp @coldplay (0.8, 0.75) positive\n", | ||
| "@JetBlue can you tell me when flight number 560 scheduled to depart from Kingston JA will be reschedule? (0.0, 0.0) neutral\n", | ||
| "@JetBlue Airways Corporation (NASDAQ:JBLU) – Broker Update - NewsDen : https://t.co/LYITm16FOE (0.0, 0.0) neutral\n", | ||
| "@JetBlue Flight number B6 1722 thank you! (0.0, 0.0) neutral\n", | ||
| "@JetBlue I want to thank you for your quick response and help on a delayed flight on Saturday. We appreciate the service! (1 of 2) (0.41666666666666663, 0.5) positive\n", | ||
| "@JetBlue Could you please confirm if my flight from Fort Lauderdale to Montego Bay Jamaica tomorrow hasn't been canceled? Fly 327 #Hurricane (0.8, 0.9) positive\n", | ||
| "@JetBlue Can you please confirm my flight from Montego Bay Jamaica tomorrow at 3 pm has not been canceled? Seems odd given the hurricane. (-0.16666666666666666, 0.25) negative\n", | ||
| "RT @CaseyNeistat: hey @JetBlue $12.99 for a to go wrap feels like gauging. at JFK. just wanted to share https://t.co/PHVIZZ0cTh (0.0, 0.0) neutral\n", | ||
| "Customer service @Jetblue @MCO A+ today (0.0, 0.0) neutral\n", | ||
| "the number of tweets that have a positive sentiment is 41 or 41.0 %\n", | ||
| "the number of tweets that have a neutral sentiment is 46 or 46.0 %\n", | ||
| "the number of tweets that have a negative sentiment is 13 or 13.0 %\n" | ||
| ] | ||
| } | ||
| ], | ||
| "source": [ | ||
| "#$ sudo pip install pattern \n", | ||
| "#$ sudo pip install matplotlib\n", | ||
| "\n", | ||
| "from pattern.web import Twitter\n", | ||
| "from pattern.en import sentiment\n", | ||
| "from matplotlib import numpy as np\n", | ||
| "import matplotlib.pyplot as plt\n", | ||
| "\n", | ||
| "def sent_analysis(company, n):\n", | ||
| " count_total = 0.0\n", | ||
| " count_positive = 0\n", | ||
| " count_neutral = 0\n", | ||
| " count_negative = 0\n", | ||
| " for tweet in Twitter().search(company, count = n):\n", | ||
| " count_total = count_total + 1\n", | ||
| " sent = sentiment(tweet.text)\n", | ||
| " print tweet.text, sent,\n", | ||
| " if sent[0] > 0.1:\n", | ||
| " print 'positive'\n", | ||
| " count_positive = count_positive + 1\n", | ||
| " elif -0.1 < sent[0] < 0.1:\n", | ||
| " print 'neutral'\n", | ||
| " count_neutral = count_neutral + 1\n", | ||
| " else:\n", | ||
| " print 'negative'\n", | ||
| " count_negative = count_negative + 1\n", | ||
| " percent_positive = (count_positive/count_total)*100\n", | ||
| " percent_neutral = (count_neutral/count_total)*100\n", | ||
| " percent_negative = (count_negative/count_total)*100\n", | ||
| " print 'the number of tweets that have a positive sentiment is', count_positive, 'or', percent_positive, '%'\n", | ||
| " print 'the number of tweets that have a neutral sentiment is', count_neutral, 'or', percent_neutral, '%'\n", | ||
| " print 'the number of tweets that have a negative sentiment is', count_negative, 'or', percent_negative, '%'\n", | ||
| " #code for bar graph below using matplotlib python package\n", | ||
|
There was a problem hiding this comment. It's good coding practice to put a line of whitespace between parts of code that do different things. This is helpful visually for a reader. I'd suggest a newline before this comment and also maybe before the for loop above. There was a problem hiding this comment. Another alternative is to split this into two functions. One is |
||
| " x_axis = ('Positive', 'Neutral', 'Negative')\n", | ||
| " y_axis = np.arange(len(x_axis))\n", | ||
| " count_sent = [count_positive, count_neutral, count_negative]\n", | ||
| " plt.title('Sentiment Analysis Type BreakDown')\n", | ||
| " plt.xticks(y_axis, x_axis)\n", | ||
| " plt.ylabel('Count of Tweets')\n", | ||
| " plt.bar(y_axis, count_sent, align = 'center')\n", | ||
| " plt.show()\n", | ||
| "\n", | ||
| "sent_analysis('@JetBlue', 100)" | ||
| ] | ||
| }, | ||
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| } | ||
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| "nbformat_minor": 1 | ||
| } | ||
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These three lines above can be outside of the for loop. You're overriding them each time and then doing nothing with the result until after the for loop